Jan Platos

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 61

Top Venues

INCoS

CoRR

Concurr. Comput. Pract. Exp.

Appl. Soft Comput.

Publications

Yujia Sun, Jan Platos
Abstractive text summarization model combining a hierarchical attention mechanism and multiobjective reinforcement learning. Expert Syst. Appl. 248 (2024)
Radek Svoboda, Vojtech Kotik, Jan Platos
Data-driven multi-step energy consumption forecasting with complex seasonality patterns and exogenous variables: Model accuracy assessment in change point neighborhoods. Appl. Soft Comput. 150 (2024)
Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel
A quantum inspired differential evolution algorithm for automatic clustering of real life datasets. Multim. Tools Appl. 83 (3) (2024)
Pavla Drázdilová, Petr Prokop, Jan Platos, Václav Snásel
A hierarchical overlapping community detection method based on closed trail distance and maximal cliques. Inf. Sci. 662 (2024)
Tulika Dutta, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi, Jan Platos, Václav Snásel
Automatic Hyperspectral Image Clustering Using Qutrit Differential Evolution. ICSI (2024)
Hossein Barghi Jond, Jan Platos
Differential Game-Based Optimal Control of Autonomous Vehicle Convoy. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Md. Mamunur Rashid, Piljoo Choi, Suk-Hwan Lee, Jan Platos, Young Huh, Ki-Ryong Kwon
Ensuring Privacy and Security of IoT Networks Utilizing Blockchain and Federated Learning. FiCloud (2023)
Petr Prokop, Pavla Drázdilová, Jan Platos
Hierarchical Overlapping Community Detection for Weighted Networks. COMPLEX NETWORKS (2) (2023)
Sebastián Basterrech, Andrzej Kasprzak, Jan Platos, Michal Wozniak
A Continual Learning System with Self Domain Shift Adaptation for Fake News Detection. DSAA (2023)
Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism. CoRR (2023)
Ngoc Phien Nguyen, Tuan Anh Duong, Jan Platos
Strategies of Multi-Step-ahead Forecasting for Chaotic Time Series using Autoencoder and LSTM Neural Networks: A Comparative Study. IPMV (2023)
Khurshedjon Farkhodov, Suk-Hwan Lee, Jan Platos, Ki-Ryong Kwon
Deep Reinforcement Learning Tf-Agent-Based Object Tracking With Virtual Autonomous Drone in a Game Engine. IEEE Access 11 (2023)
Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Václav Snásel
Automatic clustering of colour images using quantum inspired meta-heuristic algorithms. Appl. Intell. 53 (9) (2023)
Sebastián Basterrech, Jan Platos, Gerardo Rubino, Michal Wozniak
Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection. ISDA (3) (2022)
Vojtech Uher, Pavla Drázdilová, Jan Platos, Petr Badura
Automation of cleaning and ensembles for outliers detection in questionnaire data. Expert Syst. Appl. 206 (2022)
Apostolos N. Papadopoulos, Richard Chbeir, Jan Platos, Václav Snásel
Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS). World Wide Web 25 (6) (2022)
Jan Platos, Pavel Krömer, Miroslav Voznák, Václav Snásel
Population data mobility retrieval at territory of Czechia in pandemic COVID-19 period. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Hossein Barghi Jond, Jan Platos
Distributed Receding Horizon Control of Autonomous Convoy with Self-Interested Vehicles. CoRR (2021)
Nguyen Ngoc Phien, Duong Tuan Anh, Jan Platos
A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting. MLMI (2021)
Yujia Sun, Jan Platos
High-dimensional data classification model based on random projection and Bagging-support vector machine. Concurr. Comput. Pract. Exp. 33 (9) (2021)
Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
Quantum inspired meta-heuristic approaches for automatic clustering of colour images. Int. J. Intell. Syst. 36 (9) (2021)
Michal Bravansky, Jan Platos
Měj Přehled / Be informed. CoRR (2021)
Koyel Chakraborty, Surbhi Bhatia, Siddhartha Bhattacharyya, Jan Platos, Rajib Bag, Aboul Ella Hassanien
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers - A study to show how popularity is affecting accuracy in social media. Appl. Soft Comput. 97 (Part) (2020)
Yujia Sun, Jan Platos
High-Dimensional Data Clustering Algorithm Based on Stacked-Random Projection. INCoS (2020)
Pavel Krömer, Jan Platos, Václav Snásel
Solving the single row facility layout problem by differential evolution. GECCO (2020)
Petr Prokop, Václav Snásel, Pavla Drázdilová, Jan Platos
Clustering and Closure Coefficient Based on k-CT Components. IEEE Access 8 (2020)
Vahid Ashkani Chenarlogh, Hossein Barghi Jond, Jan Platos
A Robust Deep Model for Human Action Recognition in Restricted Video Sequences. TSP (2020)
Pavel Krömer, Jan Platos, Václav Snásel
Differential evolution for the optimization of low-discrepancy generalized Halton sequences. Swarm Evol. Comput. 54 (2020)
Swalpa Kumar Roy, Subhrasankar Chatterjee, Siddhartha Bhattacharyya, Bidyut B. Chaudhuri, Jan Platos
Lightweight Spectral-Spatial Squeeze-and- Excitation Residual Bag-of-Features Learning for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Jana Nowaková, Pavel Krömer, Jan Platos, Václav Snásel
Preprocessing COVID-19 Radiographic Images by Evolutionary Column Subset Selection. INCoS (2020)
Yujia Sun, Jan Platos
High-Dimensional Text Clustering by Dimensionality Reduction and Improved Density Peak. Wirel. Commun. Mob. Comput. 2020 (2020)
Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
Novel quantum inspired approaches for automatic clustering of gray level images using Particle Swarm Optimization, Spider Monkey Optimization and Ageist Spider Monkey Optimization algorithms. Appl. Soft Comput. 88 (2020)
Biswajit Biswas, Siddhartha Bhattacharyya, Amlan Chakrabarti, Kashi Nath Dey, Jan Platos, Václav Snásel
Colonoscopy contrast-enhanced by intuitionistic fuzzy soft sets for polyp cancer localization. Appl. Soft Comput. 95 (2020)
Václav Snásel, Pavel Krömer, Jakub Safarik, Jan Platos
JPEG steganography with particle swarm optimization accelerated by AVX. Concurr. Comput. Pract. Exp. 32 (8) (2020)
Pavel Krömer, Jan Platos, Václav Snásel
Self-organizing Migrating Algorithm for the Single Row Facility Layout Problem. CEC (2020)
Biswajit Biswas, Swarup Kr Ghosh, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Amlan Chakrabarti
Chest X-ray enhancement to interpret pneumonia malformation based on fuzzy soft set and Dempster-Shafer theory of evidence. Appl. Soft Comput. 86 (2020)
Tulika Dutta, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos
Border Collie Optimization. IEEE Access 8 (2020)
Biswajit Biswas, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel
Enhancement of dronogram aid to visual interpretation of target objects via intuitionistic fuzzy hesitant sets. Inf. Sci. 500 (2019)
Yujia Sun, Jan Platos
CAPTCHA Recognition Based on Kohonen Maps. INCoS (2019)
Rik Das, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Aboul Ella Hassanien
Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification. AMLTA (2019)
Pavel Krömer, Jan Janousek, Jan Platos
Random Key Self-Organizing Migrating Algorithm for Permutation Problems. CEC (2019)
Pavel Krömer, Jan Platos, Václav Snásel
Optimization of Generalized Halton Sequences by Differential Evolution. LION (2019)
Yujia Sun, Jan Platos
Text Classification Based on Topic Modeling and Chi-square. ICGEC (2019)
Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel
Optimal column subset selection for image classification by genetic algorithms. Ann. Oper. Res. 265 (2) (2018)
Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel
An acceleration of quasigroup operations by residue arithmetic. Concurr. Comput. Pract. Exp. 30 (2) (2018)
Michal Vasinek, Jan Platos
LZ77 Like Lossy Transformation of Quality Scores. DCC (2018)
Adam Kaspar, Vojtech Kotik, Jan Platos
Parallel Itemset Mining Algorithms - an Overview. DATESO (2017)
Zakaria Saoud, Jan Platos
Community Detection in Bibsonomy Using Data Clustering. ISAT (1) (2017)
Pavel Krömer, Jan Platos
Evaluation of Traveling Salesman Problem Instance Hardness by Clustering. ECC (2017)
Pavel Krömer, Jan Platos
Simultaneous Prediction of Wind Speed and Direction by Evolutionary Fuzzy Rule Forest. ICCS (2017)
Michal Vasinek, Jan Platos
Higher Order Context Transformations. CoRR (2017)
Martin Hasal, Jana Nowaková, Jan Platos
Three-dimensional graph drawing by Kamada-Kawai method with Barzilai-Borwein method. SSCI (2017)
Michal Vasinek, Jan Platos
Prediction and Evaluation of Zero Order Entropy Changes in Grammar-Based Codes. Entropy 19 (5) (2017)
Jan Platos, Jana Nowaková, Pavel Krömer, Václav Snásel
Space-Filling Curves based on Residue Number System. INCoS (2017)
Jana Nowaková, Jan Platos, Martin Hasal
System identification acceleration and improvement with genetic programming usage. SSCI (2017)
Pavel Krömer, Jan Platos, Milos Kudelka
Network measures and evaluation of traveling salesman instance hardness. SSCI (2017)
Pavel Krömer, Jan Platos, Václav Snásel
Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution. INCoS (2017)
Pavel Krömer, Jan Platos
Genetic algorithm for entropy-based feature subset selection. CEC (2016)
Michal Vasinek, Jan Platos, Václav Snásel
Limitations on Low Variance k-Fold Cross Validation in Learning Set of Rules Inducers. INCoS (2016)
Pavel Krömer, Jan Platos
Evolutionary Feature Subset Selection with Compression-based Entropy Estimation. GECCO (2016)
Milos Kudelka, Jan Platos, Pavel Krömer
Author Evaluation Based on H-Index and Citation Response. INCoS (2016)
Pavel Krömer, Jan Platos, Václav Snásel
Traditional and self-adaptive differential evolution for the p-median problem. CYBCONF (2015)
Lukás Pospísil, Martin Hasal, Jana Nowaková, Jan Platos
Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method. INCoS (2015)
Jan Platos, Pavel Krömer, Václav Snásel
Efficient Area Association Using Space Filling Curves. INCoS (2015)
Hussein Soori, Michal Prilepok, Jan Platos, Václav Snásel
Semantic and Similarity Measure Methods for Plagiarism Detection of Students' Assignments. AECIA (2015)
Aboul Ella Hassanien, Mostafa A. Salama, Jan Platos, Václav Snásel
Rough local transfer function for cardiac disorders detection using heart sounds. Log. J. IGPL 23 (3) (2015)
Michal Vasinek, Jan Platos
Parallel Approach to Context Transformations. DATESO (2015)
Michal Vasinek, Jan Platos
Experiments on Data Classification Using Relative Entropy. CORES (2015)
Michal Vasinek, Jan Platos
Generalized Context Transformations - Enhanced Entropy Reduction. DCC (2015)
Pavel Krömer, Jan Platos
A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem. CORES (2015)
Milos Kudelka, Jan Platos, Pavel Krömer
Author Evaluation Based on H-index and Citation Response. CoRR (2015)
Tomás Jezowicz, Petr Bucek, Jan Platos, Václav Snásel
Evolutionary Algorithms for Fast Parallel Classification. CORES (2015)
Michal Vasinek, Jan Platos
Entropy Reduction Using Context Transformations. DCC (2014)
Milos Kudelka, Sarka Zehnalova, Jan Platos
Network Sampling Based on NN Representatives. CoRR (2014)
Pavel Krömer, Jan Platos, Václav Snásel
Data Parallel density-based genetic clustering on CUDA Architecture. Concurr. Comput. Pract. Exp. 26 (5) (2014)
Sarka Zehnalova, Milos Kudelka, Jan Platos
Deterministic Data Sampling Based on Neighborhood Analysis. ECC (1) (2014)
Pavel Krömer, Jan Platos
Genetic algorithm for sampling from scale-free data and networks. GECCO (2014)
Pavel Krömer, Jan Platos, Václav Snásel
Nature-Inspired Meta-Heuristics on Modern GPUs: State of the Art and Brief Survey of Selected Algorithms. Int. J. Parallel Program. 42 (5) (2014)
Pavel Krömer, Jan Platos
New Genetic Algorithm for the p-Median Problem. ECC (2) (2014)
Konrad Jackowski, Jan Platos
Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension. SOCO-CISIS-ICEUTE (2014)
Sarka Zehnalova, Milos Kudelka, Jan Platos
Local representativeness in vector data. SMC (2014)
Sarka Zehnalova, Milos Kudelka, Jan Platos, Zdenek Horak
Local representatives in weighted networks. ASONAM (2014)
Pavel Krömer, Jan Platos
Solving the p-median problem by a simple differential evolution. SMC (2014)
Michal Prilepok, Jan Platos, Václav Snásel
EEG signals similarity based on compression. DATESO (2014)
Hussein Soori, Michal Prilepok, Jan Platos, Václav Snásel
Utilizing Text Similarity Measurement for Data Compression to Detect Plagiarism in Czech. AECIA (2014)
Milos Kudelka, Sarka Zehnalova, Jan Platos
Representativeness in Unweighted Networks Based on Local Dependency. INCoS (2014)
Daniel Robenek, Jan Platos, Václav Snásel
Ternary Tree Optimalization for n-gram Indexing. DATESO (2014)
Karel Mozdren, Tomas Burianek, Jan Platos, Václav Snásel
Evolutionary Techniques for Image Segmentation. IBICA (2014)
Mohamed Abd Elfattah, M. I. Waly, Mohamed Abu ElSoud, Aboul Ella Hassanien, Mohamed F. Tolba, Jan Platos, Gerald Schaefer
An Improved Prediction Approach for Progression of Ocular Hypertension to Primary Open Angle Glaucoma. IBICA (2014)
Pavel Krömer, Jan Platos, Václav Snásel
Genetic Algorithm for the Column Subset Selection Problem. CISIS (2014)
Petr Berek, Michal Prilepok, Jan Platos, Václav Snásel
Classification of EEG Signals Using Vector Quantization. ICAISC (2) (2014)
Jan Janousek, Jan Platos, Václav Snásel
Clustering using artificial bee colony on CUDA. SMC (2014)
Konrad Jackowski, Jan Platos, Michal Prilepok
Evolutionary Weighted Ensemble for EEG Signal Recognition. ECC (2) (2014)
Jana Nowaková, Jan Platos, Václav Snásel
Automatic Power System Identification Using Genetic Algorithms. INCoS (2014)
Pavel Krömer, Suhail S. J. Owais, Jan Platos, Václav Snásel
Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression. Comput. Math. Appl. 66 (2) (2013)
Michal Prilepok, Jan Platos, Václav Snásel
Similarity Based on Data Compression. MICAI (2) (2013)
Pavel Krömer, Tibebe Beshah, Dejene Ejigu, Václav Snásel, Jan Platos, Ajith Abraham
Mining traffic accident features by evolutionary fuzzy rules. CIVTS (2013)
Jan Platos, Pavel Krömer
Prediction of Multi-class Industrial Data. INCoS (2013)
Esraa Elhariri, Nashwa El-Bendary, Mohamed Mostafa M. Fouad, Jan Platos, Aboul Ella Hassanien, Ahmed M. M. Hussein
Multi-class SVM Based Classification Approach for Tomato Ripeness. IBICA (2013)
Pavel Krömer, Jan Platos, Václav Snásel
A brief survey of differential evolution on Graphic Processing Units. SDE (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jan Platos